An open API service providing repository metadata for many open source software ecosystems.

Topic: "stochastic-optimization"

ebrahimpichka/awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Size: 46.9 KB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 417 - Forks: 42

esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 13.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 402 - Forks: 54

odow/SDDP.jl

A JuMP extension for Stochastic Dual Dynamic Programming

Language: Julia - Size: 24.2 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 322 - Forks: 65

infiniteopt/InfiniteOpt.jl

An intuitive modeling interface for infinite-dimensional optimization problems.

Language: Julia - Size: 13.6 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 269 - Forks: 21

ACDSLab/MPPI-Generic

Templated C++/CUDA implementation of Model Predictive Path Integral Control (MPPI)

Language: Cuda - Size: 9.76 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 125 - Forks: 14

keurfonluu/stochopy

Python library for stochastic numerical optimization

Language: Python - Size: 2.32 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 97 - Forks: 15

rwuilbercq/Hive

Artificial Bee Colony Algorithm in Python.

Language: Python - Size: 73.2 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 90 - Forks: 44

Argonne-National-Laboratory/DSP

An open-source parallel optimization solver for structured mixed-integer programming

Language: C++ - Size: 64.1 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 82 - Forks: 26

cmdty/storage

Multi-Factor Least Squares Monte Carlo energy storage valuation model (Python and .NET).

Language: C# - Size: 107 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 27

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 19

pmocz/mcmc-python

Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)

Language: Python - Size: 232 KB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 41 - Forks: 7

zeke-xie/stable-weight-decay-regularization

[NeurIPS 2023] The PyTorch Implementation of Scheduled (Stable) Weight Decay.

Language: Python - Size: 40 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 3

SimpleArt/spsa

A simple implementation of SPSA with automatic learning rate tuning

Language: Python - Size: 220 KB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 0

jiedxu/MatrixOptim.jl

Data-driven decision making under uncertainty using matrices

Language: Julia - Size: 71.2 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 31 - Forks: 6

jbrea/CMAEvolutionStrategy.jl

A julia implementation of the CMA Evolution Strategy for derivative-free optimization of potentially non-linear, non-convex or noisy functions over continuous domains.

Language: Julia - Size: 140 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 2

cshjin/awesome-nonconvex-optimization

A collection of papers and readings for non-convex optimization

Size: 16.6 KB - Last synced at: 12 days ago - Pushed at: about 6 years ago - Stars: 31 - Forks: 5

tomoleary/hessianlearn

Hessian-based stochastic optimization in TensorFlow and keras

Language: Python - Size: 4.21 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 28 - Forks: 3

tstran155/Optimization-of-building-energy-consumption

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 6

mingzhang-yin/ARM-gradient

Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)

Language: Python - Size: 43.5 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 27 - Forks: 9

jacobwilliams/simulated-annealing

Simulated Annealing with Modern Fortran

Language: Fortran - Size: 805 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 26 - Forks: 5

madupite/madupite

a High-Performance Distributed Solver for Large-Scale Markov Decision Processes (MDP) relying on Inexact Policy Iteration; for Python and C++

Language: C++ - Size: 36.5 MB - Last synced at: 7 days ago - Pushed at: 14 days ago - Stars: 25 - Forks: 1

zeke-xie/Positive-Negative-Momentum

The official PyTorch Implementations of Positive-Negative Momentum Optimizers (ICML 2021).

Language: Python - Size: 180 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 6

Bhattacharya-Lab/PolyFold

An interactive visual simulator for distance-based protein folding

Language: Java - Size: 646 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 6

harshraj11584/Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Language: Python - Size: 58.6 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 6

leoschleier/sddip

Implementation of the (dynamic) stochastic dual dynamic integer programming (SDDiP) algorithm.

Language: Jupyter Notebook - Size: 4.35 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 5

jmaerte/pysmps

Utilities for parsing MPS and SMPS file formats.

Language: Python - Size: 68.4 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

JuliaOptimalTransport/StochasticOptimalTransport.jl

Julia implementation of stochastic optimization algorithms for large-scale optimal transport.

Language: Julia - Size: 139 KB - Last synced at: 20 days ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 2

lbl-camera/fvGP

A software package for flexible HPC GPs

Language: Python - Size: 28 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 4

prs98/Electric_Vehicle_Charging_Simulation

The goal of this project is to build a simulation model to determine the largest expected revenue from an electric vehicle charging station in a one month time period given the storage capacity, charging grid change costs, demand and supply.

Language: MATLAB - Size: 268 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 0

hiroyuki-kasai/SimpleDeepNetToolbox

Simple MATLAB toolbox for deep learning network: Version 1.0.3

Language: Matlab - Size: 83 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 10

rockstaedt/ses_opt

Framework to model two stage stochastic unit commitment optimization problems.

Language: Python - Size: 83.6 MB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 3

david-cortes/stochQN 📦

(Python, Tensorflow, R, C, C++) Stochastic, limited-memory quasi-Newton optimizers (adaQN, SQN, oLBFGS)

Language: R - Size: 400 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 7

cshjin/Microgrid_sim

Language: Python - Size: 49.1 MB - Last synced at: 10 months ago - Pushed at: about 10 years ago - Stars: 12 - Forks: 4

alexforel/Explainable-CSO

Code for "Explainable Data-Driven Optimization" (ICML 2023)

Language: Python - Size: 29.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 0

kul-optec/CIAOAlgorithms.jl

Coordinate and Incremental Aggregated Optimization Algorithms

Language: Julia - Size: 85.9 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 4

edgarsmdn/TS

Tabu Search algorithm

Language: Python - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 3

jmdvinodjmd/LIBS2ML

LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms

Language: C++ - Size: 221 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 7

kibaekkim/SIPLIB.jl

Test instance generation and library for stochastic mixed-integer programming

Language: Julia - Size: 221 MB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 8 - Forks: 1

keurfonluu/StochANNPy

StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.

Language: Python - Size: 169 KB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 4

keurfonluu/StochOptim

StochOptim provides user friendly functions to solve optimization problems using stochastic algorithms

Language: Fortran - Size: 77.1 KB - Last synced at: 10 months ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 2

aurorlhc/3D_Reconstruction_Tomography

Stochastic reconstruction of heterogeneous materials using X-ray tomography projections

Language: C++ - Size: 89.7 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 6

tomoleary/MatrixFreeNewton.jl

Prototyping of matrix free Newton methods in Julia

Language: Julia - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

copa-uniandes/pIRPgym

A compilation of OR tools for the Stochastic-Dynamic perishable Inventory Routing Problem.

Language: Jupyter Notebook - Size: 54.6 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 3

KenChiang1997/Robust-and-Stochastic-Portfolio-Optimization

NTHU 2021 Fall, Robust and Stochastic Portfolio Optimization

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

tuantran23012000/Stochastic-logistic-sigmoid-regression

Language: Python - Size: 688 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

keurfonluu/StochOPy-WebApp

StochOPy WebApp is hosted online at

Language: Python - Size: 117 KB - Last synced at: 10 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 4

Pegah-Ardehkhani/Optimization-Problems-and-Solutions

A repository dedicated to the mathematical modeling and solution of optimization problems, featuring practical examples in Stochastic Programming, Linear Programming (LP), and Mixed-Integer Linear Programming (MILP)

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

NanneD/SOLT

Stochastic Optimization Learning Tool

Language: Jupyter Notebook - Size: 2.98 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 7

Lingkai-Kong/so-ebm

Code for paper: End-to-end Stochastic Optimization with Energy-based Model

Language: Python - Size: 884 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

cyypherus/swift-slime

A lightweight stochastic optimizer based on slime mold (Slime Mold Algorithm)

Language: Swift - Size: 41 MB - Last synced at: 19 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

poluyan/BFOA

Bacterial Foraging Optimization Algorithm in C

Language: C - Size: 809 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 5

redb0/gotpy

Library for global optimization of multiextremal nondifferentiable functions.

Language: Python - Size: 42 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

madhura711/LENOVO---Stochastic-Optimization-and-Predictive-Modeling

Language: R - Size: 6.09 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1

qzhao19/sgdlib

A header-only C++ Library for Optimization Algorithms

Language: C++ - Size: 477 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 0

Matrixeigs/Optimization-techniques-and-applications-in-energy-systems

Modelling and optimization for microgrids, energy hubs, distribution systems and transmission systems

Language: JetBrains MPS - Size: 37.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

swd-turner/scenario

scenario - an R package for scenario tree construction

Language: R - Size: 1.11 MB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

nocotan/cocob_backprop

Unofficial PyTorch implementation of COCOB Backprop.

Language: Python - Size: 126 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

morozov22/SmartRunner

Python3 code for gradient-free global optimization

Language: Python - Size: 1.32 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

MaloLM/optimization-algorithms-guide

A Jupyter notebooks guide to handle optimization algorithms, for engineers & students

Language: HTML - Size: 109 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

cor3bit/somax

Stochastic Second-Order Methods in JAX

Language: Python - Size: 445 KB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

PasaOpasen/BeehiveMethod

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

Language: Python - Size: 71.7 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

omid-arhami/stochastic-processes

Some sample codes for basic or complicated stochastic processes and simulations. Check the file names.

Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

tqch/esgd-ws

Language: Python - Size: 23.9 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

aruns2/POD_DABP

Constrained Optimization: Point of Dispense distribution under large scale health emergencies for Allegheny County modeled as Two-Stage Stochastic Optimization

Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

torressa/glovo 📦

Some work I did for an interview for a job as a data scientist optimisation specialist

Language: Python - Size: 892 KB - Last synced at: 10 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

niravnb/Zeroth-Order-Stochastic-Optimization

Code for experiments in paper: Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization

Language: MATLAB - Size: 79.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

jiedxu/StochasticOptim 📦

Stochastic Optimization and ARIMA Model Forecast in Julia to Manage Airline Fleet

Language: PostScript - Size: 1.59 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

kaydotdev/stochastic-quantization

Robust and Scalable Clustering with Adaptive Stochastic K-means

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

trwstin/AMMO

TikTok Advertisement-Moderator Matching Optimizer

Language: CSS - Size: 39.1 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

LorenzoSciandra/Dynamic-vehicle-routing-problem-with-stochastic-customer-requests-and-multiple-delivery-routes

Dynamic vehicle routing problem with stochastic customer requests, multiple delivery routes and same-day deliver.

Language: C++ - Size: 31.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

borelian/AdaptiveBenders

Code and computational experiments of the paper "Benders Adaptive-Cuts Method for Two-Stage Stochastic Programs" by Cristian Ramírez-Pico, Ivana Ljubić and Eduardo Moreno. arXiv:2203.00752

Language: Jupyter Notebook - Size: 340 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

sraaphorst/sudoku-stochastic

Solving Sudoku boards using stochastic methods and genetic algorithms

Language: C++ - Size: 201 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

energyinpython/EVO-SPOTIS

This is Python 3 library for multi-criteria decision analysis with decision-maker preference identification based on historical datasets using evolutionary stochastic algorithm Differential evolution

Language: Python - Size: 472 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

AdamWonia/coyote-optimisation-algorithm-COA-matlab

Coyote Optimisation Algorithm - COA

Language: MATLAB - Size: 40 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

sharath/gan-learning

An empirical evaluation of learning strategies for GANs

Language: Jupyter Notebook - Size: 452 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

siavashtab/readSMPS-CPP

reading SMPS format files in C++ (Two-stage stochastic programs with fixed recourse)

Language: C++ - Size: 363 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

edgarsmdn/PSO

Particle Swarm Optimization algorithm

Language: Python - Size: 1.47 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

daniilperestoronin/smoo-alg

Algorithm for solving stochastic multi-objective optimization problem

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

redb0/global-optimization

Application for global optimization of multiextremal nondifferentiable functions.

Language: Python - Size: 1.5 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

ralna/GOFit

Global Optimization for Fitting Problems

Language: C++ - Size: 3.07 MB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 2

roaked/snake-evolutionary-reinforcement-learning

parameter optimization of a reinforcement learning deep Q network with memory replay buffer using genetic algorithm in the snake game. base code for snake env from codecamp

Language: Python - Size: 26.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 2

benkoehlL/Simulated_Annealing_Production

Simulated Annealing method for solution of the optimal sequencing and allocation in the one-stage job-shop model

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

EgoPer/Contextual-Robust-Optimisation-with-UQ

Code for the experiments in the paper "Contextual Robust Optimisation with Uncertainty Quantification".

Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

liangzp/DP-Streaming-SCO

Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

juanfran143/RVRP

Rich Vehicle Rounting Problem (RVRP)

Language: Python - Size: 6.59 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

dmottice20/learning-rl

Work to store exercises and explorations on Dr. Powell's RLSO.

Language: Python - Size: 4.88 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

SachaIZADI/stochastic-optimization

One-week side project to play around stochastic optimization (how to take *good* decisions under uncertainty)

Language: Python - Size: 15.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

MohammadSadeghSalehi/SQN-and-SGD

Stochastic Quasi-Newton Method (SQN) and comparing it with SGD

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Nicolivain/trustful-bandits

A two armed bandit simulation and comparison with theoritical convergence

Language: Jupyter Notebook - Size: 28.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

PasaOpasen/DiscreteHillClimbing

implementation of Hill Climbing algorithm for discrete tasks

Language: Python - Size: 28.3 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

joshuagornall/Sudoku_Solver

Originally a visualisation tool for solving sudokus using stochastic optimisation that has been optimised utilising a genetic algorithm for research. This project was pushed for a GitHub Developer Member invitation.

Language: Python - Size: 32 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

poluyan/PEPSGO

Peptide structure prediction by global optimization of a potential energy function

Language: C++ - Size: 3.51 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

rish-16/Simulated-Annealing-Attack

Attacking Neural Networks using Stochastic Optimisation

Language: Python - Size: 630 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

houshuanglucie/Stochastic-optimization

Course of Stochastic Optimization in ISAE-SUPAERO

Language: Jupyter Notebook - Size: 28.8 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

sotostzam/particle-swarm-optimization

Particle Swarm Optimization Python implementation

Language: Python - Size: 124 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

gianluigilopardo/Reinforcement-Learning

My solution of a simple Reinforcement learning problem

Language: MATLAB - Size: 86.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

sg-first/Job-scheduling-layout-problems

Ant colony algorithm solves the problem of job scheduling and layout

Size: 50.8 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

siavashtab/readSMPS-Py

reading SMPS files in Python (A Python package for reading SMPS files using GUROBI optimizer objects)

Language: Python - Size: 96.7 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

edgarsmdn/GA

Genetic Algorithm

Language: Python - Size: 1.77 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

edgarsmdn/SA

Simulated Annealing algorithm

Language: Python - Size: 3.33 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Related Topics
optimization 47 python 23 optimization-algorithms 20 machine-learning 19 stochastic-processes 8 genetic-algorithm 8 gradient-descent 8 stochastic-gradient-descent 8 julia 8 pytorch 8 global-optimization 7 matlab 7 simulated-annealing 7 deep-learning 7 linear-programming 7 evolutionary-algorithm 6 algorithm 6 stochastic-programming 6 machine-learning-algorithms 6 particle-swarm-optimization 5 python3 5 operations-research 5 reinforcement-learning 5 mixed-integer-programming 5 differential-evolution 5 robust-optimization 5 optimal-control 4 variance-reduction 4 sgd 4 evolutionary-algorithms 4 benders-decomposition 4 second-order-optimization 4 blackbox-optimization 4 cmaes 4 data-science 4 evolutionary-strategy 4 optimization-methods 4 monte-carlo 4 derivative-free-optimization 3 simulation 3 dynamic-programming 3 combinatorial-optimization 3 adagrad 3 tabu-search 3 pyomo 3 big-data 3 cpp 3 large-scale-learning 3 neural-network 3 nonlinear-optimization 3 discrete-optimization 3 convex-optimization 3 gams 3 markov-decision-processes 3 decomposition-algorithm 3 stochastic-optimizers 3 hill-climbing 3 swarm-intelligence 3 quantitative-finance 3 mathematical-modelling 3 stochastic 3 mcmc 3 smps 3 parallel 3 optimizer 3 numpy 3 numerical-methods 3 quasi-newton 3 monte-carlo-simulation 3 gurobi 3 rmsprop 2 optimizers 2 sgd-momentum 2 mnist 2 optimization-tools 2 minimization 2 scientific-computing 2 sddip 2 spsa 2 markov-chain 2 algorithms 2 matplotlib 2 pypi-package 2 newton-method 2 cplex 2 optimisation 2 conditional-value-at-risk 2 multi-objective-optimization 2 adam 2 large-scale-optimization 2 nonconvex-optimization 2 logistic-regression 2 probability 2 linear-optimization 2 r-programming 2 protein-structure-prediction 2 evolutionary-computation 2 mpi 2 gurobipy 2 machinelearning 2